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MCP with RAG capabilities

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  • Why this server?

    Implements vector search for documentation, enabling AI assistants to augment their responses with relevant documentation context, thus enabling RAG.

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    An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
    Last updated
    12
    265
    MIT
  • Why this server?

    Provides access to llms.txt documentation files, allowing users to control and audit context retrieval, an essential aspect of RAG.

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    An open-source MCP server that provides applications like Cursor, Windsurf, and Claude with access to llms.txt documentation files, allowing users to control and audit context retrieval.
    Last updated
    8
    MIT
  • Why this server?

    Functions as a web browser for LLMs and RAG pipelines.

  • Why this server?

    Implements Retrieval-Augmented Generation using GroundX and OpenAI, enabling semantic search and document retrieval.

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    A server that integrates Retrieval-Augmented Generation (RAG) with the Model Control Protocol (MCP) to provide web search capabilities and document analysis for AI assistants.
    Last updated
    4
    Apache 2.0
  • Why this server?

    Implements Retrieval-Augmented Generation using GroundX and OpenAI, enabling semantic search and document retrieval with Modern Context Processing for enhanced context handling.

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    A server that implements Retrieval-Augmented Generation using GroundX and OpenAI, enabling semantic search and document retrieval with Modern Context Processing for enhanced context handling.
    Last updated
    3
  • Why this server?

    Leverages Cloudflare Browser Rendering to extract and process web content for use as context in LLMs, offering tools for fetching pages, searching documentation, extracting structured content, and summarizing content.

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    A server that leverages Cloudflare Browser Rendering to extract and process web content for use as context in LLMs, offering tools for fetching pages, searching documentation, extracting structured content, and summarizing content.
    Last updated
    4
    11
    MIT
  • Why this server?

    Provides RAG functionality and web search capabilities.

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    A tool that helps easily register Anthropic's Model Context Protocol (MCP) in Claude Desktop and Cursor, providing RAG functionality, Dify integration, and web search capabilities.
    Last updated
    185
    MIT
  • Why this server?

    Extends AI agents' context window by providing tools to store, retrieve, and search memories, which can be useful in RAG setups.

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    An MCP server that extends AI agents' context window by providing tools to store, retrieve, and search memories, allowing agents to maintain history and context across long interactions.
    Last updated
    9
    MIT
  • Why this server?

    Enables AI models to interact with SourceSync.ai's knowledge management platform for managing documents, ingesting content from various sources, and performing semantic searches.

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    A Model Context Protocol server that enables AI models to interact with SourceSync.ai's knowledge management platform for managing documents, ingesting content from various sources, and performing semantic searches.
    Last updated
    25
    42
    1
    ISC